Empathy enhances decoding accuracy of human neurophysiological responses to emotional facial expressions of humans and dogs.

Miiamaaria V Kujala, Lauri Parkkonen, Jan Kujala
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引用次数: 0

Abstract

Despite the growing interest in the non-human animal emotionality, we currently know little about the human brain processing of non-conspecific emotional expressions. Here, we characterized the millisecond-scale temporal dynamics of human brain responses to conspecific human and non-conspecific canine emotional facial expressions. Our results revealed generally similar cortical responses to human and dog facial expressions in the occipital cortex during the first 500 ms, temporal cortex at 100-500 ms and parietal cortex at 150-350 ms from the stimulus onset. Responses to dog faces were pronounced at the latencies in temporal cortices corresponding to the time windows of early posterior negativity (EPN) and late posterior positivity (LPP), suggesting attentional engagement to emotionally salient stimuli. We also utilized support vector machine -based classifiers to discriminate between the brain responses to different images. The subject trait-level empathy correlated with the accuracy of classifying the brain responses of aggressive from happy dog faces, and happy from neutral human faces. This result likely reflects the attentional enhancement provoked by the subjective ecological salience of the stimuli.

移情能提高人类神经生理反应对人类和狗的情绪面部表情的解码准确性。
尽管人们对非人类动物的情绪性越来越感兴趣,但我们目前对人类大脑处理非特异性情绪表情的过程知之甚少。在这里,我们描述了人脑对同种人类和非同种犬类情绪面部表情的毫秒级时间动态反应。我们的研究结果表明,在刺激开始后的前 500 毫秒、100-500 毫秒和 150-350 毫秒时,枕叶皮层、颞叶皮层和顶叶皮层对人类和狗面部表情的皮层反应基本相似。对狗脸的反应在颞叶皮层中与早期后部负性(EPN)和晚期后部正性(LPP)时间窗相对应的潜伏期明显,这表明对情绪显著刺激的注意参与。我们还利用基于支持向量机的分类器来区分大脑对不同图像的反应。受试者特质水平的移情与攻击性狗脸和快乐狗脸、快乐人脸和中性人脸的大脑反应分类的准确性相关。这一结果可能反映了刺激的主观生态显著性所引起的注意增强。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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